6 components to describe any production AI use-case
Think_Application373 · reddit · 2026-08-16
An engineer proposes 6 fundamental components to map reliable production AI use-cases:
- Classification (Intent routing)
- RAG (Grounded search)
- Structured Extraction (JSON/Pydantic)
- Open-ended Generation (Code/Text)
- Tool Use (API/DB calls)
- Agentic Loop (Iterative reasoning)
The post applies this framework to 5 real scenarios like customer support and invoice processing to test its universality.
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